u/Fatty_Willing_Plane

SOURCES & REFERENCES

Shumailov et al. — "AI Models Collapse When Trained on Recursively Generated Data." Nature, July 2024. https://www.nature.com/articles/s41586-024-07566-y
Villalobos et al. (Epoch AI) — "Will We Run Out of Data? Limits of LLM Scaling Based on Human-Generated Data." International Conference on Machine Learning, 2024. https://arxiv.org/abs/2211.04325
OpenAI — o3 and o4-mini System Card (April 2025). PersonQA hallucination benchmark.
Gartner — Forecast on synthetic training data, projecting 60% of training corpora by 2024.
Duke University Library — Generative AI Student Survey (January 2025).
DeepMind — AlphaZero (chess/Go from self-play); AlphaGeometry (Olympiad-level geometry from synthetic data).
Ed Zitron — "The Truth About the AI Bubble & The Software Decline." Tech Report interview. https://www.wheresyoured.at/
Gary Marcus — "How an AI feedback loop threatens to break ChatGPT." Tech Report. https://garymarcus.substack.com/

Ro Khanna and Massie’s bipartisan alliance will forever be remembered. They serve as an example for standing up for what is right despite political differences.